{"id":"W4283774250","doi":"10.1332/030557321x16521053190029","title":"A future research agenda for transformational urban policy studies","year":2022,"lang":"en","type":"article","venue":"Policy & Politics","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Concordia University","funders":"","keywords":"Transformative learning; Political science; Urban politics; Politics; Political economy; Transformational leadership; Oppression; Public administration; Economic growth; Sociology; Economics; Public relations","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03232258,0.0009783971,0.002216155,0.004004549,0.00510676,0.01606215,0.004267434,0.009128893,0.03768788],"category_scores_gemma":[0.03378281,0.0004963898,0.001732351,0.008153557,0.01654189,0.02655126,0.008271418,0.01158777,0.002766489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0141658,"about_ca_system_score_gemma":0.03408738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006883429,"about_ca_topic_score_gemma":0.01049089,"domain_scores_codex":[0.9831025,0.01226373,0.0003936007,0.0009081789,0.001382422,0.00194952],"domain_scores_gemma":[0.9173701,0.0615155,0.002619604,0.004650918,0.007120018,0.006723798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004247535,0.0002736551,0.0009901897,0.0006556264,0.00002585126,0.00005536777,0.001816677,0.001045417,0.00004900394,0.9405013,0.0285919,0.02595247],"study_design_scores_gemma":[0.00003674796,0.00005346673,0.001143295,0.002198572,0.00002246553,0.00003560521,0.01883299,0.001665124,0.0000901004,0.7633819,0.2125061,0.00003364556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005528468,0.05719384,0.02059561,0.802099,0.004451913,0.000264042,0.0004002123,0.0001614058,0.1093055],"genre_scores_gemma":[0.5550708,0.1549373,0.08866497,0.146856,0.01089084,0.003027278,0.001580697,0.0003407246,0.03863134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03768788,"threshold_uncertainty_score":0.1709402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1628410332891499,"score_gpt":0.3746271092236248,"score_spread":0.2117860759344749,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}